🤖 Awesome TensorFlow

Projects 1–60 of 77, most starred first

• vinta/awesome-python on GitHub, opens in a new tab

  314.4Kstars

  Some of the python libraries were cut-and-pasted from vinta

  Python·Other·active·yesterday

• tensorflow/models on GitHub, opens in a new tab

  77.7Kstars

  High-level library for defining models

  Python·Other·active·3 days ago

• aymericdamien/TensorFlow-Examples on GitHub, opens in a new tab

  43.7Kstars

  TensorFlow tutorials and code examples for beginners

  Jupyter Notebook·Other·slowing·2 years ago

• CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers on GitHub, opens in a new tab

  28.2Kstars

  by Cameron Davidson-Pilon. Introduction to Bayesian methods and probabilistic graphical models using tensorflow-probability (and, alternatively PyMC2/3).

  Jupyter Notebook·MIT License·slowing·2 years ago

• kubeflow/kubeflow on GitHub, opens in a new tab

  15.8Kstars

  Framework for easily using Tensorflow with Kubernetes.

  Apache License 2.0·active·last month

• tflearn/tflearn on GitHub, opens in a new tab

  9.6Kstars

  Deep learning library featuring a higher-level API

  Python·Other·slowing·2 years ago

• Hvass-Labs/TensorFlow-Tutorials on GitHub, opens in a new tab

  9.3Kstars

  These tutorials are intended for beginners in Deep Learning and TensorFlow with well-documented code and YouTube videos.

  Jupyter Notebook·MIT License·dormant·6 years ago

• vahidk/EffectiveTensorflow on GitHub, opens in a new tab

  8.6Kstars

  TensorFlow howtos and best practices. Covers the basics as well as advanced topics.

  dormant·6 years ago

• nlintz/TensorFlow-Tutorials on GitHub, opens in a new tab

  6Kstars

  Introduction to deep learning based on Google's TensorFlow framework. These tutorials are direct ports of Newmu's Theano

  Jupyter Notebook·slowing·3 years ago

• dennybritz/cnn-text-classification-tf on GitHub, opens in a new tab

  5.7Kstars

  TensorFlow implementation of "Convolutional Neural Networks for Sentence Classification" with a blog post

  Python·Apache License 2.0·slowing·2 years ago

• pkmital/tensorflow_tutorials on GitHub, opens in a new tab

  5.7Kstars

  From the basics to slightly more interesting applications of TensorFlow

  Jupyter Notebook·Other·dormant·5 years ago

• anishathalye/neural-style on GitHub, opens in a new tab

  5.5Kstars

  An implementation of neural style

  Python·GNU General Public License v3.0·steady·4 months ago

• ibab/tensorflow-wavenet on GitHub, opens in a new tab

  5.4Kstars

  This is a TensorFlow implementation of the WaveNet generative neural network architecture for audio generation.

  Python·MIT License·dormant·3 years ago

• transcranial/keras-js on GitHub, opens in a new tab

  5Kstars

  Run Keras models (tensorflow backend) in the browser, with GPU support

  JavaScript·MIT License·dormant·4 years ago

• astorfi/TensorFlow-World on GitHub, opens in a new tab

  4.5Kstars

  Concise and ready-to-use TensorFlow tutorials with detailed documentation are provided.

  Python·MIT License·dormant·6 years ago

• yahoo/TensorFlowOnSpark on GitHub, opens in a new tab

  3.8Kstars

  initiative from Yahoo! to enable distributed TensorFlow with Apache Spark.

  Python·Apache License 2.0·dormant·3 years ago

• pavelgonchar/colornet on GitHub, opens in a new tab

  3.6Kstars

  Neural Network to colorize grayscale images

  Python·dormant·6 years ago

• ml-tooling/ml-workspace on GitHub, opens in a new tab

  3.5Kstars

  All-in-one web IDE for machine learning and data science. Combines Tensorflow, Jupyter, VS Code, Tensorboard, and many other tools/libraries into one Docker image.

  Jupyter Notebook·Apache License 2.0·slowing·2 years ago

• guillaume-chevalier/LSTM-Human-Activity-Recognition on GitHub, opens in a new tab

  3.5Kstars

  Recurrent Neural Network classification in TensorFlow with LSTM on cellphone sensor data

  Jupyter Notebook·MIT License·dormant·4 years ago

• cysmith/neural-style-tf on GitHub, opens in a new tab

  3.1Kstars

  Implementation of Neural Style

  Python·GNU General Public License v3.0·dormant·6 years ago

• stellargraph/stellargraph on GitHub, opens in a new tab

  3.1Kstars

  Machine Learning on Graphs, a Python library for machine learning on graph-structured (network-structured) data.

  Python·Apache License 2.0·slowing·2 years ago

• Conchylicultor/DeepQA on GitHub, opens in a new tab

  2.9Kstars

  Implementation of "A neural conversational model"

  Python·Apache License 2.0·dormant·4 years ago

• ethereon/caffe-tensorflow on GitHub, opens in a new tab

  2.8Kstars

  Convert Caffe models to TensorFlow format

  Python·Other·dormant·7 years ago

• sjchoi86/Tensorflow-101 on GitHub, opens in a new tab

  2.6Kstars

  TensorFlow tutorials written in Python with Jupyter Notebook

  Jupyter Notebook·MIT License·dormant·6 years ago

• devsisters/DQN-tensorflow on GitHub, opens in a new tab

  2.6Kstars

  TensorFlow implementation of DeepMind's 'Human-Level Control through Deep Reinforcement Learning' with OpenAI Gym by Devsisters.com

  Python·MIT License·dormant·7 years ago

• samjabrahams/tensorflow-on-raspberry-pi on GitHub, opens in a new tab

  2.3Kstars

  TensorFlow compiled and running properly on the Raspberry Pi

  Python·Other·dormant·8 years ago

• astorfi/lip-reading-deeplearning on GitHub, opens in a new tab

  1.9Kstars

  TensorFlow Implementation of "Cross Audio-Visual Recognition in the Wild Using Deep Learning" by Torfi et al.

  Python·Apache License 2.0·dormant·4 years ago

• gliese581gg/YOLO_tensorflow on GitHub, opens in a new tab

  1.7Kstars

  Implementation of 'YOLO : Real-Time Object Detection'

  Python·Other·dormant·8 years ago

• trailbehind/DeepOSM on GitHub, opens in a new tab

  1.3Kstars

  Train TensorFlow neural nets with OpenStreetMap features and satellite imagery.

  Python·MIT License·dormant·9 years ago

• google/prettytensor on GitHub, opens in a new tab

  1.2Kstars

  Pretty Tensor provides a high level builder API

  Python·dormant·6 years agoarchived

• guillaume-chevalier/seq2seq-signal-prediction on GitHub, opens in a new tab

  1.1Kstars

  Learn to use a seq2seq model on simple datasets as an introduction to the vast array of possibilities that this architecture offers

  Jupyter Notebook·Apache License 2.0·dormant·3 years ago

• carpedm20/NTM-tensorflow on GitHub, opens in a new tab

  1Kstars

  implementation of Neural Turing Machine

  Jupyter Notebook·MIT License·dormant·9 years ago

• taehoonlee/tensornets on GitHub, opens in a new tab

  996stars

  40+ Popular Computer Vision Models With Pre-trained Weights.

  Python·MIT License·dormant·6 years ago

• tensorlayer/seq2seq-chatbot on GitHub, opens in a new tab

  837stars

  Chatbot in 200 lines of code

  Python·dormant·5 years ago

• somaticio/tensorflow.rb on GitHub, opens in a new tab

  832stars

  TensorFlow native interface for ruby using SWIG

  Ruby·BSD 3-Clause "New" or "Revised" License·dormant·5 years ago

• astorfi/3D-convolutional-speaker-recognition on GitHub, opens in a new tab

  791stars

  Implementation of "3D Convolutional Neural Networks for Speaker Verification application" in TensorFlow by Torfi et al.

  Python·Apache License 2.0·dormant·6 years ago

• carpedm20/lstm-char-cnn-tensorflow on GitHub, opens in a new tab

  788stars

  TensorFlow implementation of Character-Aware Neural Language Models

  Python·MIT License·dormant·8 years ago

• hardmaru/write-rnn-tensorflow on GitHub, opens in a new tab

  703stars

  An attempt to implement the random handwriting generation portion of Alex Graves' paper

  Python·dormant·9 years ago

• natanielruiz/android-yolo on GitHub, opens in a new tab

  691stars

  Real-time object detection on Android using the YOLO network, powered by TensorFlow.

  C++·Apache License 2.0·dormant·4 years ago

• amygdala/tensorflow-workshop on GitHub, opens in a new tab

  629stars

  Pycon 2016 Portland Oregon, Slide & Code by Julia Ferraioli, Amy Unruh, Eli Bixby

  Jupyter Notebook·Apache License 2.0·dormant·8 years ago

• terryum/TensorFlow_Exercises on GitHub, opens in a new tab

  611stars

  Re-create the codes from other TensorFlow examples

  Jupyter Notebook·dormant·7 years ago

• mlachmish/MusicGenreClassification on GitHub, opens in a new tab

  605stars

  Classify music genre from a 10 second sound stream using a Neural Network.

  Python·MIT License·dormant·7 years ago

• zsdonghao/text-to-image on GitHub, opens in a new tab

  600stars

  Generative Adversarial Text to Image Synthesis

  Python·dormant·6 years ago

• zsdonghao/u-net-brain-tumor on GitHub, opens in a new tab

  534stars

  For Brain Tumor Segmentation

  Python·dormant·7 years ago

• tensorlayer/TensorLayerX on GitHub, opens in a new tab

  530stars

  TensorLayerX: A Unified Deep Learning Framework for All Hardwares, Backends and OS, including TensorFlow.

  Python·Other·steady·7 months ago

• tensorflow/lattice on GitHub, opens in a new tab

  523stars

  Implementation of Monotonic Calibrated Interpolated Look-Up Tables in TensorFlow

  Python·Apache License 2.0·slowing·2 years agoarchived

• jazzsaxmafia/show_attend_and_tell.tensorflow on GitHub, opens in a new tab

  502stars

  Implementation of "Show and Tell"

  Jupyter Notebook·BSD 2-Clause "Simplified" License·dormant·7 years ago

• ckmarkoh/neuralart_tensorflow on GitHub, opens in a new tab

  492stars

  Implementation of A Neural Algorithm of Artistic Style

  Python·MIT License·dormant·4 years ago

• samjabrahams/tensorflow-white-paper-notes on GitHub, opens in a new tab

  432stars

  Annotated notes and summaries of the TensorFlow white paper, along with SVG figures and links to documentation

  MIT License·dormant·8 years ago

• jazzsaxmafia/Weakly_detector on GitHub, opens in a new tab

  361stars

  Implementation of "Learning Deep Features for Discriminative Localization"

  Jupyter Notebook·dormant·9 years ago

• agermanidis/thingscoop on GitHub, opens in a new tab

  358stars

  Search, filter, and describe videos based on objects, places, and other things that appear in them

  Python·MIT License·dormant·10 years ago

• domluna/memn2n on GitHub, opens in a new tab

  340stars

  Implementation of End-To-End Memory Networks

  Python·MIT License·dormant·10 years ago

• apcode/tensorflow_fasttext on GitHub, opens in a new tab

  302stars

  A simple embedding based text classifier inspired by Facebook's fastText.

  Python·MIT License·dormant·8 years ago

• dwiel/tensorflow_hmm on GitHub, opens in a new tab

  285stars

  Implementation of viterbi and forward/backward algorithms for HMM

  Jupyter Notebook·Apache License 2.0·dormant·9 years ago

• tokestermw/tensorflow-shakespeare on GitHub, opens in a new tab

  249stars

  This performs a monolingual translation, going from modern English to Shakespeare and vice-versa.

  Python·Apache License 2.0·dormant·4 years ago

• akosiorek/hart on GitHub, opens in a new tab

  147stars

  Implementation of "Hierarchical Attentive Recurrent Tracking"

  Python·GNU General Public License v3.0·dormant·8 years ago

• trigeorgis/mdm on GitHub, opens in a new tab

  123stars

  Tensorflow implementation of "Mnemonic Descent Method: A recurrent process applied for end-to-end face alignment"

  Jupyter Notebook·BSD 3-Clause "New" or "Revised" License·dormant·4 years ago

• divamgupta/ladder_network_keras on GitHub, opens in a new tab

  99stars

  Implementation of Ladder Network for Semi-Supervised Learning in Keras and Tensorflow

  Python·dormant·5 years ago

• luoxier/CycleGAN_Tensorlayer on GitHub, opens in a new tab

  88stars

  Unpaired Image to Image Translation

  Python·MIT License·dormant·8 years ago

• akosiorek/attend_infer_repeat on GitHub, opens in a new tab

  80stars

  Implementation of "Attend, Infer, Repeat"

  Python·GNU General Public License v3.0·dormant·8 years ago